The tea had gone cold, just like the story her father had always told. He always said his mother was a quiet, bookish soul who never cared for socializing. Michael pulled the album from the drawer. It was something he should have done years ago, but he never found the energy. He hadn't felt the energy to do anything lately.

The first photo showed his mother in a flapper dress, dancing with a man he didn't recognize. The man was smiling, and so was she. He could practically hear the jazz music, feel the excitement that must have been in the air. This was the antithesis of the woman he knew.

He flipped through the album. Each photograph revealed a different facet of her life, a kaleidoscope of experiences his father had conveniently omitted. One showed her on a beach with a group of friends, another riding a horse through a forest. He looked away, then back. He didn't know what he expected, but the truth didn't feel like a relief. The album clattered shut on the table.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296